An Efficient and Private ECG Classification System Using Split and Semi-Supervised Learning.
Ahmad AyadMahdi BarhoushMarian FreiBenedikt VölkerAnke SchmeinkPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised classification
- improve the classification accuracy
- co training
- semi supervised
- unsupervised learning
- uci datasets
- machine learning
- unlabeled data
- semi supervised learning algorithms
- labeled and unlabeled data
- labeled data
- transductive support vector machine
- unlabeled samples
- active learning
- text classification
- classification accuracy
- labeled examples
- training data
- decision trees
- graph based semi supervised learning
- label propagation
- pattern recognition
- supervised learning algorithms
- transfer learning
- learning models
- text categorization
- manifold regularization
- class labels
- image classification
- training set
- instance selection
- supervised classification
- dimension reduction
- feature selection
- learning algorithm
- classification models
- training examples
- training samples